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Loopmason·Northwind Technologies/Whole organization
Sessions

Debug flaky auth integration test

auth-gateway · claude-opus-4-8 · 137m · 1d ago · Diego Vidal

Part of: Auth token refresh race

58
Session tokens
7.1M tokens
1.4M raw tokens
Avoidable tokens (est.)
2.1M tokens
30% of session
Quality
58
craft check score
Outcome
Completed

Loop replay

18 cycles · 8 corrections · 137m wall-clock

PromptGenerateVerifyCorrect
#1
10mrejected
#2
10mrejected
correction
#3
6mrevised
correction
#4
8maccepted
#5
12mrejected
#6
10mrejected
correction
#7
9mrejected
correction
#8
5mrevised
correction
#9
4mabandoned
correction
#10
9maccepted
plan mode
#11
9maccepted
#12
9maccepted
#13
4mrevised
#14
6maccepted
correction
#15
7maccepted
#16
6maccepted
#17
7maccepted
correction
#18
6maccepted

14 verify events · 0 accepts without verify — chips are pinned to the cycles that triggered them.

Ask this session

Grounded answers with mandatory cycle citations

Answers are PROXY — generated over the measured transcript. This query is visible to the engineer in their access log.

Quality analysis

What drove the score — pinned to its cycles

  • Verification discipline98

    Every accepted diff was preceded by a verify-type event

  • Plan-mode discipline76

    Plan-mode restart at cycle 10 — the loop converged after it

  • Correction load42

    8 of 18 cycles were corrections of earlier output

  • Prompt clarity64

    Context, constraints, and a done-condition raise first-pass acceptance

Risk flags

Clean session — no risk flags.